Aberrant AI

Use case

Accounting Data to Dashboards

Accounting data exists, but management waits for manual MIS preparation.

Workflow model

Normal workflow first. AI assistance only when the path breaks.

Normal workflow

Accounting data is validated, exported, transformed, refreshed, and assigned for review.

Where the workflow breaks

A mismatch, late voucher, or manual adjustment blocks the report from being trusted.

What AI prepares

Explain the variance, compare prior periods, and draft a reviewer note.

What humans approve

MIS release, accounting correction, and tax-sensitive interpretation require approval.

What becomes a reusable rule

Recurring mismatches become validation rules, report checks, and review prompts.

Why status quo fails

Manual coordination cannot create reliable control.

Reports require manual exports.

Spreadsheet cleanup changes every month.

Exceptions are not flagged at source.

Management receives static reports late.

Workflow Layer

The workflow becomes a controlled sequence.

Validate, export, transform, and publish accounting signals into live dashboard views.

Accounting data read
Validation checks run
Exceptions flagged
Data exported
Dashboard refreshed
Review triggered

Core features

What the system needs to do.

Custom reports

Voucher validation

Exception logic

MIS exports

Dashboard connector

Connected tools

Tools that can participate in the flow.

Accounting systemSpreadsheetBI dashboardCustom dashboards

Expected outcome

Faster reporting cycles and fewer manual exports.

01

Implementation

Review accounting reports

02

Implementation

Define validation and export logic

03

Implementation

Build dashboard data flow

04

Implementation

Reconcile with current MIS

Next action

Automate Finance Reporting

Tell us where this workflow currently breaks. We will map the AI assistance, approval gates, and first build path.